Darya Shcherbakova

Darya Shcherbakova Email and Phone Number

Data scientist and product manager @ AICON @ AICON
Darya Shcherbakova's Location
Greater Boston, United States, United States
Darya Shcherbakova's Contact Details

Darya Shcherbakova work email

Darya Shcherbakova personal email

About Darya Shcherbakova

By education, I am a biomedical engineer. And an aspiring data scientist. By nature, I am a person who likes to understand and research things, whether it is technology or any other aspect of life. I recently moved to Boston, MA with my Belgian husband and a Greek rescue dog Kelvin, and I am looking for a full time position as researcher/scientist/engineer in biomedical engineering, signal processing, statistics (including ML), data science or finite element analysis. I have an L2 visa with EAD.My life story:I began to get interested in engineering from early on. My passion started with accidentally soldering my fingers when repairing a headset. It grew more when another time, to the huge dismay of my father, I almost obliterated our WiFi router. As every success story is also a story of great failures, my experiences inspired me to study physics and math. I grew older and I got a hand on things, I worked hard and passed the entrance tests to a high school specialized in Physics and Mathematics. There I learned to solve problems sequentially - by not necessarily disassembling the whole device, but taking smaller research steps. For my Bachelor studies, I was enrolled at the Bauman Moscow State Technical University, again on the basis of entrance tests. My hard work paid off and this provided me with a state-subsidized education, where the Russian government paid for 4 years of my studies. In my free time, I was also a member of the varsity athletics team, training 6 days a week and doing competitive middle-distance runs. I wanted to grow further, so I applied and recieved a full-time scholarship for the 2-years CEMACUBE (Common European Master's Course in Biomedical Engineering) Erasmus Mundus studies. It was awarded by the European Union amongst 12 out of 180 applicants. I obtained two Master's degrees from two leading European universities with great distinction, while being the best of my class at Ghent University. My love for research led me to a PhD. Again I received a 4-year personal scholarship from the Research Foundation Flanders. There I could do things I enjoyed the most: to research and present, to teach and travel. And I got an opportunity to get to know the Belgian culture, to drink coffee and eat pizza made by my Italian colleagues.Now I am all set for a new adventure, whether it be data science, biomedical research, or any other research-oriented job where I can use my creativity to solve real life problems.

Darya Shcherbakova's Current Company Details
AICON

Aicon

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Data scientist and product manager @ AICON
Darya Shcherbakova Work Experience Details
  • Aicon
    Head Of Data Science
    Aicon Feb 2022 - Present
    Moorsel, Flemish Region, Be
  • Balloon Inc.
    Head Of Data Science
    Balloon Inc. Feb 2020 - Present
    Ghent, Flemish Region, Be
    Researching and implementing artificial intelligence and computer vision algorithms to analyse real-time video sequences. Responsible for the project implementation funded by the Association of Belgian Contractors in Large Construction (ADEB VBA) and Technopolis Science museum to create an interactive (AI-based) game for children to discover the world of construction engineering in the science museum.
  • Ghent University
    Phd Researcher In Medical Ultrasound: Shear Wave Elastography In Arteries
    Ghent University Sep 2012 - Present
    Gent, East Flanders, Be
    PhD researcher in medical ultrasound: shear wave elastography in arteries In the process of submitting the dissertation;Solid theoretical background:• Used linear and tensor algebra to describe and solve partial differential equations for shear wave physics in hyperelastic orthotropic stressed plates - such work has not been done before.Signal and image processing:• Worked on signal and image processing algorithms (e.g. time-of-flight, 2D FFT) to automatically post-process 200 GB of medical ultrasound data. Eventally it grew into a Matlab GUI program, which I actively mantain;• Created and solved numerical models of arteries using geometric modeling and finite element analysis, optimized the Fortran subroutines for parallelization;• Used Python for post-processing of large numerical datasets and model fitting (nonlinear least squares).Practical and hardware experience:• Worked on experimental protocol design, conducted numerous mechanical and ultrasound experiments (on self-made PVA phantoms, equine tissue).Transferable skills:• Wrote and secured a personal funding proposal, scientific papers, performed peer reviews;• Helped to outline and supervised ”From Medical Image to Computer Model” course project (2012, 2014-2016) based on MRI segmentation, mesh improvement, CFD simulations; supervised a Master thesis student (2013);• Mantained international collaboration with the medical ultrasond lab at the Institute Langevin in Paris, where I spent in total 1 month peforming ultrasound experiments.
  • Institute Of Applied Medical Engineering, Helmholtz-Institut
    Summer Intern
    Institute Of Applied Medical Engineering, Helmholtz-Institut Aug 2011 - Aug 2011
    Signal processing & hardware programming experience:• Design of algorithms and GUI for analysis of a physiological signal, i.e. digital IIR filter coefficients computation, peak and period detection of the respiratory signal for real-time applications using C++/CLI;• Development of a DLL-library for RS-232 serial port communication between breath detection sensors and a MSP430 series microcontroller.
  • Institute Of Applied Medical Engineering, Helmholtz-Institut
    Research Assistant (Hiwi)
    Institute Of Applied Medical Engineering, Helmholtz-Institut May 2011 - Jul 2011
    Combined job functionality is described above.
  • Medical Statistics Department, Universitätsklinikum Aachen
    Research Intern
    Medical Statistics Department, Universitätsklinikum Aachen Feb 2011 - Mar 2011
    Gent, East Flanders, Be
    Data science background:• Extensive literature research to investigate the goodness of diagnostic plots and statistical tests for homoscedasticity and normality of linear regression models;• Simulation in SAS 9.1 in order to compare reliability of diagnostic plots and statistical tests in residual analysis for one-way ANOVA.

Darya Shcherbakova Skills

Medical Ultrasound Fem Analysis Matlab C Python C++ C++/cli Autocad Vmtklab Micro Cap Cfd Shear Wave Elastography Abaqus Mimics Fortran Borland Delphi Microsoft Visual Studio C++ Eclipse Sas Programming Iar Embedded Workbench Code Composer Studio Ubuntu

Darya Shcherbakova Education Details

  • Ghent University
    Ghent University
    Biomedical/Medical Engineering
  • Rwth Aachen University
    Rwth Aachen University
    Biomedical/Medical Engineering
  • Bauman Moscow State Technical University
    Bauman Moscow State Technical University
    Biomedical/Medical Engineering

Frequently Asked Questions about Darya Shcherbakova

What company does Darya Shcherbakova work for?

Darya Shcherbakova works for Aicon

What is Darya Shcherbakova's role at the current company?

Darya Shcherbakova's current role is Data scientist and product manager @ AICON.

What is Darya Shcherbakova's email address?

Darya Shcherbakova's email address is da****@****gent.be

What schools did Darya Shcherbakova attend?

Darya Shcherbakova attended Ghent University, Rwth Aachen University, Bauman Moscow State Technical University.

What are some of Darya Shcherbakova's interests?

Darya Shcherbakova has interest in Algorithm Design, Following Coursera, Travelling, Road Cycling, Classical Literature, Athletics, Drawing, Digital Photography, Self Learning, Learning Languages.

What skills is Darya Shcherbakova known for?

Darya Shcherbakova has skills like Medical Ultrasound, Fem Analysis, Matlab, C, Python, C++, C++/cli, Autocad, Vmtklab, Micro Cap, Cfd, Shear Wave Elastography.

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